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Coding Blocks - Data Science Master Course [Courses Ghar]

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Coding Blocks - Data Science Master Course [Courses Ghar]/!! IMPORTANT Note !!.txt 287 B
Coding Blocks - Data Science Master Course [Courses Ghar]/!!! Please Support !!! [CoursesGhar.Com].txt 197 B
Coding Blocks - Data Science Master Course [Courses Ghar]/1. Course Introduction/1.Data Science Course Introduction.mp4 128.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/1. Course Introduction/2.New Updates 2-07-2020!.pdf 12 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/10. Asynchronous Programming in Python (Optional)/1. Async Programming Python - 1.mp4 73.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/10. Asynchronous Programming in Python (Optional)/2. Async Programming Python - 2.mp4 57.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/10. Asynchronous Programming in Python (Optional)/3. Async Programming Python - 3.mp4 73.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/10. Asynchronous Programming in Python (Optional)/4. Python - Coroutines in Python.mp4 43.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/10. Asynchronous Programming in Python (Optional)/5. Python - AsyncIO 1.mp4 131.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/10. Asynchronous Programming in Python (Optional)/6. Python - AsyncIO 2.mp4 88.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/11. Basics of Git & Github/1.Introduction_to_Git_and_Github.mp4 106.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/11. Basics of Git & Github/2.Making_a_Repository_on_Github.mp4 73.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/11. Basics of Git & Github/3.Cloning_a_Repository_from_Github.mp4 40.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/12. Data Acquisition - Web Scrapping/1.Web_Scraping_01-Fetching_Data.mp4 68.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/12. Data Acquisition - Web Scrapping/2.Web_Scraping_02-Using_Beautiful_Soup.mp4 70.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/12. Data Acquisition - Web Scrapping/3.Web_Scraping_03-Parsing_HTML_Tables.mp4 50.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/12. Data Acquisition - Web Scrapping/4.Web_Scraping_04-Creating_CSV.mp4 16.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/12. Data Acquisition - Web Scrapping/5.Web_Scraping_05-Cleaning_Data.mp4 58.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/12. Data Acquisition - Web Scrapping/6.Web_Scraping_06-Scraping_Loca_Files.mp4 9.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/13. Data Acquisition - Using Web APIs/1.Web_APIs_01-OpenWeatherMap.mp4 48 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/13. Data Acquisition - Using Web APIs/2.Web_API's_03-Goolge_API-Authentication.mp4 36.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/13. Data Acquisition - Using Web APIs/3.Web_API's_2-Using_Facebook_API.mp4 49.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/13. Data Acquisition - Using Web APIs/4.Web_Scraping-Image_Scrapping-1.mp4 18.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/13. Data Acquisition - Using Web APIs/5.Web Scraping - Scraping Images II.mp4 16 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/14. 92 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/14. 2 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/14. 1 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/15. Data Acquisition - Web Crawler using Scrapy/1.Scrapy-Getting_Started.mp4 23.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/15. Data Acquisition - Web Crawler using Scrapy/2. Scrapy Installation & Troubleshoot.pdf 21 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/15. Data Acquisition - Web Crawler using Scrapy/3.Scrapy-Creating_our_first_Spider.mp4 31.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/15. Data Acquisition - Web Crawler using Scrapy/4.Scrapy-Using_Shell__Selectors.mp4 110 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/15. Data Acquisition - Web Crawler using Scrapy/5.Scrapy-Parsing_response_as_JSON.mp4 39.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/15. Data Acquisition - Web Crawler using Scrapy/6.Scrapy-Recursive_Crawler.mp4 96.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/16. 84 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/16. 8.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/16. 58.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/16. 26 B
Coding Blocks - Data Science Master Course [Courses Ghar]/16. 115 B
Coding Blocks - Data Science Master Course [Courses Ghar]/17. Project - Automating Codechef Submissions (Selenium)/1.Web Automation with Selenium.mp4 44.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/18. Project - Creating a Telegram Bot/1. Registering a Telegram Bot.mp4 9.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/18. Project - Creating a Telegram Bot/2. Creating an Echo Bot.mp4 52.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/18. Project - Creating a Telegram Bot/3. Setting Up Webhook for Telegram Bot.mp4 38.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/18. Project - Creating a Telegram Bot/4. Introduction to Dialogflow.mp4 36.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/18. Project - Creating a Telegram Bot/5. Making a Conversational Bot.mp4 45.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/18. Project - Creating a Telegram Bot/6. Setting up Custom Keyboard for Telegram Bot.mp4 20 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/18. Project - Creating a Telegram Bot/7. Deploying Flask App for Telegram Bot on Heroku.mp4 30.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/19. Getting started with Machine Learning/1. Machine Learning Pipeline.mp4 46.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/19. Getting started with Machine Learning/2. Supervised Learning Introduction.mp4 36.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/19. Getting started with Machine Learning/3. Unsupervised Learning Introduction.mp4 20.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/19. Getting started with Machine Learning/4. RL1 - Reinforcement Learning Introduction.mp4 46.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/1. Python Libraries Quickstarter.pdf 64 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/2. Quickstart Python.mp4 45.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/3. Quickstart Numpy.mp4 20.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/4. Quickstart - Data Visualization.mp4 15.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/5. Quickstart - OpenCV.mp4 28.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/6. Quickstart - Pandas.mp4 65.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Dataset/bottom_left.jpg 22 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Dataset/bottom_right.jpg 14 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Dataset/center.jpeg 6 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Dataset/sample.csv 1.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Dataset/sample_image.jpg 45 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Dataset/top_left.jpg 71 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Dataset/top_right.jpg 6 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Problem.png 90 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Test Cases/bottom_left.jpg 22 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Test Cases/bottom_right.jpg 14 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Test Cases/center.jpeg 6 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Test Cases/sample.csv 1.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Test Cases/sample_image.jpg 45 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Test Cases/top_left.jpg 71 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/Test Cases/top_right.jpg 6 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/sample.csv 1.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/2 .Data Science Quickstart Mode/7. Challenge - Instagram Style Photo Collage/sample_image.jpg 45 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/1.Python - NumPy Basics.mp4 95.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/2.Python - Random Generators NumPy.mp4 32.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/3.Python - Statistical Computation using.mp4 53.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/4.Numpy - A Visual Introduction [Blog].pdf 1.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/5.Quiz - Numpy/0.Numpy Quiz.PNG 13 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/5.Quiz - Numpy/Q1. Numpy #1.PNG 11 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/5.Quiz - Numpy/Q10. Numpy #10.PNG 11 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/5.Quiz - Numpy/Q2. Numpy #2.PNG 9 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/5.Quiz - Numpy/Q3. Numpy #3.PNG 10 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/5.Quiz - Numpy/Q4. Numpy #4.PNG 9 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/5.Quiz - Numpy/Q5. Numpy #5.PNG 11 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/5.Quiz - Numpy/Q6. Numpy #6.PNG 10 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/5.Quiz - Numpy/Q7. Numpy #7.PNG 13 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/5.Quiz - Numpy/Q8. Numpy #8.PNG 9 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/20. Numpy/5.Quiz - Numpy/Q9. Numpy #9.PNG 15 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/21. Linear Algebra/1.Linear Algebra [Resource].pdf 17 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/21. Linear Algebra/2.Linear Algebra - Matrices, Tensors, Transpose.mp4 49.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/21. Linear Algebra/3.Linear Algebra - Broadcasting, Matrix, Hadamard product.mp4 22.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/21. Linear Algebra/4.Linear Algebra - Norm, Det, Inverse, Linear Equations.mp4 44.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/21. Linear Algebra/5.Quiz On Basics Of Linear Algebra/0.Quiz On Basics Of Linear Algebra.PNG 14 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/21. Linear Algebra/5.Quiz On Basics Of Linear Algebra/Q1. Infinite Norm.PNG 8 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/21. Linear Algebra/5.Quiz On Basics Of Linear Algebra/Q2. Frobenius Norm.PNG 9 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/21. Linear Algebra/5.Quiz On Basics Of Linear Algebra/Q3. Matrix Multiplication.PNG 13 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/21. Linear Algebra/5.Quiz On Basics Of Linear Algebra/Q4. Broadcasting.PNG 12 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/21. Linear Algebra/5.Quiz On Basics Of Linear Algebra/Q5. Square Matrices.PNG 10 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/22. Data Visualisation/DV 01 - Line Plots.mp4 27.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/22. Data Visualisation/DV 02 - Scatter Plots.mp4 12.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/22. Data Visualisation/DV 03 - Bar Graphs.mp4 22.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/22. Data Visualisation/DV 04 - Pie Charts.mp4 18.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/22. Data Visualisation/DV 05 - Normal Distribution.mp4 28.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/22. Data Visualisation/DV 06 - Histograms.mp4 12 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/22. Data Visualisation/DV 07 - Movie Data Visualization.mp4 32.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/23. Seaborn/Seaborn 1.mp4 28.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/23. Seaborn/Seaborn 2.mp4 22.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/23. Seaborn/Seaborn 3.mp4 23.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/1.Pandas Basics - 1.mp4 28.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/2.Pandas Basics - 2.mp4 52.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/3.Pandas - MNIST Dataset.mp4 47.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/4.Pandas - Movie Dataset.mp4 22.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/5.Quiz - Panda/0.Pandas Quiz.PNG 13 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/5.Quiz - Panda/Q1. Pandas #1.PNG 9 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/5.Quiz - Panda/Q10. Pandas #10.PNG 11 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/5.Quiz - Panda/Q2. Pandas #2.PNG 11 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/5.Quiz - Panda/Q3. Pandas #3.PNG 8 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/5.Quiz - Panda/Q4. Pandas #4.PNG 15 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/5.Quiz - Panda/Q5. Pandas #5.PNG 14 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/5.Quiz - Panda/Q6. Pandas #6.PNG 14 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/5.Quiz - Panda/Q7. Pandas #7.PNG 15 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/5.Quiz - Panda/Q8. Pandas #8.PNG 12 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/24. Pandas/5.Quiz - Panda/Q9. Pandas #9.PNG 17 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/25. Project - Movie Recommendation System/Movie Recommendation - 1.mp4 12.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/25. Project - Movie Recommendation System/Movie Recommendation - 2.mp4 21.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/25. Project - Movie Recommendation System/Movie Recommendation - 3.mp4 27.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/25. Project - Movie Recommendation System/Movie Recommendation - 4.mp4 45.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/26. Probability Distribution & Statistics/1.Data Visualisation - Normal Distribution and Histogram.mp4 87.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/26. Probability Distribution & Statistics/2.Data Visualisation - Normal Distribution - II.mp4 43.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/26. Probability Distribution & Statistics/3.Multivariate NormalGaussian Distribution Function.mp4 81.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/26. Probability Distribution & Statistics/4.Data Visualisation - Multivariate NormalGaussian Distribution Using Numpy.mp4 61.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/26. Probability Distribution & Statistics/5.ML Interview Question - Std Deviation in a Running Stream.mp4 41.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/27. K-Nearest Neighbours/1.K-Nearest Neigbours Introduction.mp4 10.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/27. K-Nearest Neighbours/2.K-Nearest Neighbours Implementation.mp4 66.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/27. K-Nearest Neighbours/3.Project Recognizing MNIST Handwritten Digits using KNN.mp4 67.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/28. 11 KB
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Coding Blocks - Data Science Master Course [Courses Ghar]/28. 18 KB
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Coding Blocks - Data Science Master Course [Courses Ghar]/29. Project - Face Recognition/1.Install OpenCV Python.pdf 32 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/29. Project - Face Recognition/2.OpenCV - Working with Images I.mp4 26.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/29. Project - Face Recognition/3.OpenCV - Working with Images - II.mp4 26.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/29. Project - Face Recognition/4.OpenCV - Face Detection using HaarCascades.mp4 93 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/29. Project - Face Recognition/5.OpenCV - Working with Video Stream from WebCam.mp4 38.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/29. Project - Face Recognition/6.Face Recognition Project - Generating Selfie Training Data using WebCam.mp4 150.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/29. Project - Face Recognition/7.Face Recognition - Building Face Classsifier.mp4 155.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/29. Project - Face Recognition/8.Face Recognition - Testing our Classifier.mp4 28.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/1. Python 3 Installation [Windows].mp4 15.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/10. Control Flow II.mp4 14.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/11. Operator and Expression I.mp4 20.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/12. Operator and Expression II.mp4 28.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/13. Operator and Expression III.mp4 36.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/2. Getting Started I.mp4 16.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/3. Getting Started II.mp4 11.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/4. Working with Jupyter Notebooks.mp4 28.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/5. Set up Jupyter-Themes.mp4 12 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/6. Python Basics..mp4 19.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/7. Python - Variables And Arithmetic Operators.mp4 40.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/8. Python - Variables [PDF].pdf 137 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/3. Python 01 - Basics/9. Control Flow I.mp4 27.4 MB
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Coding Blocks - Data Science Master Course [Courses Ghar]/30. 244 KB
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Coding Blocks - Data Science Master Course [Courses Ghar]/31. Linear Regression/1.Linear Regression.mp4 32.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/31. Linear Regression/10.Linear Regression - Visualising Loss Function & Gradient Descent Trajectory.mp4 34.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/31. Linear Regression/11.Interactive Plots using Matplotlib.mp4 12.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/31. Linear Regression/2.Gradient Descent Implementation.mp4 17.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/31. Linear Regression/3.Gradient Descent Algorithm.mp4 15.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/31. Linear Regression/4.Gradient Descent Update Rule for Regression.mp4 14.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/31. Linear Regression/5.Linear Regression - Data Preparation.mp4 10.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/31. Linear Regression/6.Linear Regression - Implementing Gradient Descent.mp4 18.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/31. Linear Regression/7.Linear Regression - Making Predictions & Submitting Online Challenge.mp4 12 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/31. Linear Regression/8.Linear Regression Code - Scoring.mp4 7.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/31. Linear Regression/9.Surface Plots and Contours.mp4 26.5 MB
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Coding Blocks - Data Science Master Course [Courses Ghar]/33. Linear Regression - II Multiple Features/1.Linear Regression - Maths for Multiple Features.mp4 29.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/33. Linear Regression - II Multiple Features/2.Boston Housing Dataset.mp4 19.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/33. Linear Regression - II Multiple Features/3.Linear Regression - Loop Based Implementation for Multiple Features.mp4 22.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/33. Linear Regression - II Multiple Features/4.Linear Regression - Efficient Code using Vectorization.mp4 22.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/34. Sci-kit Learn Introduction/Sklearn 01 - Generating Regression Data.mp4 17.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/34. Sci-kit Learn Introduction/Sklearn 02 - Implementation Regression Model.mp4 6.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/35 .Optimisation Algorithms/01 GD vs Mini Batch vs SGD.mp4 15.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/35 .Optimisation Algorithms/02 Mini Batch GD.mp4 14.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/35 .Optimisation Algorithms/03 Mini Batch GD Implementation & Advantanges.mp4 46.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/36 .Locally Weighted Regression (LOWESS)/1.Closed Form Solution of Linear Regression.mp4 54.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/36 .Locally Weighted Regression (LOWESS)/2.Closed Form Solution - Code Tutorial.mp4 29.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/36 .Locally Weighted Regression (LOWESS)/3.Closed Form Solution - Derivation Notes.pdf 6.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/36 .Locally Weighted Regression (LOWESS)/4.Locally Weighted Regression (LOWESS).mp4 57.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/36 .Locally Weighted Regression (LOWESS)/5.LOWESS - Deriving Closed Form Solution.mp4 52.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/36 .Locally Weighted Regression (LOWESS)/6.LOWESS Implementation 1 - Data Preparation.mp4 51.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/36 .Locally Weighted Regression (LOWESS)/7.LOWESS Implementation 2 - Computing W.mp4 52.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/36 .Locally Weighted Regression (LOWESS)/8.LOWESS Implementation 3 - Making Predictions.mp4 44.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/36 .Locally Weighted Regression (LOWESS)/9.LOWESS Implementation 4 - Effect of Bandwidth Parameter.mp4 29 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/37. Maximum Likelihood Estimate (MLE) [Proof]/1.Linear Regression - Maximum Likelihood Estimation - I (Optional).mp4 46.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/37. Maximum Likelihood Estimate (MLE) [Proof]/2.Linear Regression - Maximum Likelihood Estimation - II (Optional).mp4 32.7 MB
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Coding Blocks - Data Science Master Course [Courses Ghar]/39. Logistic Regression/1.Logistic 01 - Introduction.mp4 25.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/39. Logistic Regression/10.Logistic 10 - Decision Surface Visualisation.mp4 8.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/39. Logistic Regression/11.Logistic 11 - Prediction & Accuracy.mp4 13.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/39. Logistic Regression/12.Logistic Regression Using Sk-Learn.mp4 9.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/39. Logistic Regression/2.Logistic 02 - Loss Function.mp4 19 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/39. Logistic Regression/3.Logistic 03 - Maximum Likelihood Estimates.mp4 20.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/39. Logistic Regression/4.Logistic 04 - Importance of Maximising Likelihood.mp4 10.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/39. Logistic Regression/5.Logistic 05 - Gradient Descent Update.mp4 15.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/39. Logistic Regression/6.Logistic 06 - Data Preparation.mp4 24.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/39. Logistic Regression/7.Logistic 07 - Data Normalisation.mp4 14.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/39. Logistic Regression/8.Logistic 08 - Implementation - I.mp4 19.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/39. Logistic Regression/9.Logistic 09 - Implementation - II.mp4 28.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/4. Python 02 - Functions/1. Introduction to Functions.mp4 10.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/4. Python 02 - Functions/2. Python Functions - Return, Local, Global.mp4 17 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/4. Python 02 - Functions/3. Python Functions - packing arguments.mp4 18.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/4. Python 02 - Functions/4. Python Functions - Lambda Functions.mp4 8.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/4. Python 02 - Functions/5. Python Functions - Decorators.mp4 17.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/4. Python 02 - Functions/6. Python Functions - -args and --kwargs.mp4 16.8 MB
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Coding Blocks - Data Science Master Course [Courses Ghar]/41. Data Prepreprocessing/1.Data Preprocessing - Normalisation - Standardisation.mp4 31.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/42. Feature Selection/1.Feature Selection Intro.mp4 14.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/42. Feature Selection/2.Types of Feature Selection.mp4 27.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/42. Feature Selection/3.Feature Selection Code - I.mp4 22.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/42. Feature Selection/4.Feature Selection Code - II.mp4 31.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/42. Feature Selection/5.Feature Selection Conclusion.mp4 12.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/43 .PCA/1.Intro to PCA.mp4 6.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/43 .PCA/2.Applications of PCA.mp4 27.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/43 .PCA/3.PCA Objective.mp4 15.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/43 .PCA/4.PCA Algorithm.mp4 38.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/43 .PCA/5.PCA Code 1.mp4 26 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/43 .PCA/6.PCA Code 2.mp4 33.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/44. Natural Language Pre-preprocessing/1.Natural Language Processing - Getting started with NLTK.mp4 25.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/44. Natural Language Pre-preprocessing/2.NLTK - Bag of Words Pipeline.mp4 15.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/44. Natural Language Pre-preprocessing/3.NLTK - Tokenization & Stopword Removal.mp4 19 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/44. Natural Language Pre-preprocessing/4.NLTK - Regex Based Tokenization.mp4 10.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/44. Natural Language Pre-preprocessing/5.NLTK - Stemming & Lemmatization.mp4 9.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/44. Natural Language Pre-preprocessing/6.Bag of Words - Constructing Vocab.mp4 21 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/44. Natural Language Pre-preprocessing/7.Bag of Words - Vectorization with Stopword Removal.mp4 13.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/44. Natural Language Pre-preprocessing/8.Bag of Words Model - Bigrams, Trigrams, Ngrams.mp4 11 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/44. Natural Language Pre-preprocessing/9.Bag of Words - TF-IDF Normalisation.mp4 17.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/1.Bayes Theorem Formula and Proof.mp4 21.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/10.Naive Bayes for Text Classification.mp4 21.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/11.Laplace Smoothing (Multinomial NB).mp4 24.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/12.Multivariate Bernoulli Naive Bayes.mp4 29.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/13.Multinomial Event Model Naive Bayes.mp4 10.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/14.Steps to use in Multinomial Event Model Naive Bayes classification.pdf 55 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/15.Multivariate Bernoulli vs Multinomial Naive Bayes.mp4 49.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/16.Gaussian Naive Bayes - Handling Continuous Valued Features.mp4 63.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/17.MNIST Classification - Multinomial Vs Gaussian Naive Bayes.mp4 28.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/18. Quiz on Naive Bayes/1.png 12 KB
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Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/2.Bayes Example - Spam or Not.mp4 26.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/3.Bayes Theorem Notes.pdf 37 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/4.Bayes Examples Disease or not.mp4 48.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/5.Naive Bayes Classifier.mp4 37.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/6.Naive Bayes - Mushroom Classification Example.mp4 31.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/7.Mushroom Classifer - Handling Categorical Data.mp4 64.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/8.Mushroom Classifier - Prior and Conditional Probability.mp4 43.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/45 .Naive Bayes Classifier/9.Mushroom Classification - Prediction using Posterior Prob.mp4 51.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/46 .Project - Movie Review Classification/1.Steps to use in Multinomial Event Model Naive Bayes classification.pdf 55 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/46 .Project - Movie Review Classification/2.Textual Data Cleaning I - NLP Pipeline.mp4 59.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/46 .Project - Movie Review Classification/3.Textual Data Cleaning II - Working with Files.mp4 55.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/46 .Project - Movie Review Classification/4.Movie Review Prediction - Using Multinomial Naive Bayes.mp4 107.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/46 .Project - Movie Review Classification/5.Movie Review Prediction - Using Multivariate Bernaulli Event Model.mp4 68.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/46 .Project - Movie Review Classification/6.Precision, Recall and Confusion Matrix.mp4 34.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/46 .Project - Movie Review Classification/7.Confusion Matrix.mp4 81 MB
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Coding Blocks - Data Science Master Course [Courses Ghar]/48 .Decision Trees & Random Forests/1.DT 1 - Introduction to Decision Trees.mp4 37.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/48 .Decision Trees & Random Forests/2.DT 2 - Entropy & Information Gain.mp4 65.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/48 .Decision Trees & Random Forests/3.DT 3 - Process Kaggle Titanic Dataset.mp4 76 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/48 .Decision Trees & Random Forests/4.DT 4 - Implementing Information Gain.mp4 68.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/48 .Decision Trees & Random Forests/5.DT 5 - Implementing Decision Tree.mp4 69.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/48 .Decision Trees & Random Forests/6.DT 6 - Making Predictions.mp4 48.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/48 .Decision Trees & Random Forests/7.Decision Trees using Sci-kit Learn.mp4 39.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/48 .Decision Trees & Random Forests/8.Decision Trees Visualisation using Graphviz.mp4 50.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/48 .Decision Trees & Random Forests/9.DT - Random Forests Ensembles.mkv 59.5 MB
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Coding Blocks - Data Science Master Course [Courses Ghar]/5. Python 03 - Builtin Data Structures/1. Python - Introduction to Data Structures.mp4 66.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/5. Python 03 - Builtin Data Structures/2. Python - Introduction to Strings.mp4 54 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/5. Python 03 - Builtin Data Structures/3. Python - String Operations.mp4 107 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/5. Python 03 - Builtin Data Structures/4. Python - Introduction to Lists.mp4 132.4 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/5. Python 03 - Builtin Data Structures/5. Python - Introduction to Tuples.mp4 86.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/5. Python 03 - Builtin Data Structures/6. Python - Sequences [PDF].pdf 159 KB
Coding Blocks - Data Science Master Course [Courses Ghar]/5. Python 03 - Builtin Data Structures/7. Python - Introduction to Dictionaries.mp4 75.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/5. Python 03 - Builtin Data Structures/8. Python - Introduction to Sets.mp4 42.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/5. Python 03 - Builtin Data Structures/9. Comprehension of Data Structure in Python.mp4 33 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/1.SVM - Introduction.mp4 77.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/10.Handling Non-Linearly Separable Data.mp4 233.3 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/11.SVM - 'Kernel Trick' Based Formulation.mp4 106.7 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/12.SVM - Different type of Kernels.mp4 111.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/13.Grid Search - Finding the Right Hyperparameters.mp4 87.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/2.SVM - Formulating Objective.mp4 35.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/3.SVM - Objective as Constrained Convex Optmization.mp4 102.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/4.SVM - Handling Outliers.mp4 36.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/5.VM - Pegasos Algorithm for Unconstrained Optimization.mp4 85.9 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/6.SVM - Weight and Bias Update Rule.mp4 18.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/7.SVM Implementation 1 - Hinge Loss Function.mp4 64.2 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/8.SVM Implementation 2 - Training using Mini-Batch Gradient Descent.mp4 122.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/50. Support Vector Machines/9.SVM - Visualizing Hyperplanes, Effect of Penalty Constant.mp4 47.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/51. Project - Image Classification using SVM/1.Multiclass Classification - One Vs Rest and One Vs One.mp4 51.8 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/51. Project - Image Classification using SVM/2.Data Preparation-I Reading & Processing Images.mp4 141.5 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/51. Project - Image Classification using SVM/3.Data Preparation - II Creating One Vs One Data.mp4 76.6 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/51. Project - Image Classification using SVM/4.Implementing One Vs One Scheme.mp4 40.1 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/51. Project - Image Classification using SVM/5.Handling Multiclass Predictions using Binary Classifier.mp4 31 MB
Coding Blocks - Data Science Master Course [Courses Ghar]/51. Project - Image Classification using SVM/6.Improving Classification Accuracy.mp4 63 MB
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